The car ride over had been slow, the drive weighed down by the past. But the moment the keys clinked into her hand, something shifted in Emily. The weight in her chest lifted. She practically leapt out of the car, her gaze darting everywhere.

She walked the perimeter of the property, her fingers tracing the worn stone of the foundation. The overgrown garden was a challenge, a promise. This place… it was a blank canvas. She could see everything it *could* be.

Her brother, David, slowly emerged from the car. He looked pale and subdued. Emily clapped her hands together. "Alright, David, let’s get started. I’m thinking we can clear the backyard for a fire pit.” She was almost vibrating with anticipation.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

This story is one of 1,000 stories generated for the emotion energized. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 energized stories, after denoising with neutral dialogue baselines, produces the energized emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the energized vector is projected through the unembedding matrix.

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343